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  <div class="section" id="federatedml">
<h1>federatedml<a class="headerlink" href="#federatedml" title="Permalink to this headline">¶</a></h1>
<div class="toctree-wrapper compound">
<ul>
<li class="toctree-l1"><a class="reference internal" href="federatedml.html">federatedml package</a><ul>
<li class="toctree-l2"><a class="reference internal" href="federatedml.html#subpackages">Subpackages</a><ul>
<li class="toctree-l3"><a class="reference internal" href="federatedml.evaluation.html">federatedml.evaluation package</a><ul>
<li class="toctree-l4"><a class="reference internal" href="federatedml.evaluation.html#subpackages">Subpackages</a></li>
<li class="toctree-l4"><a class="reference internal" href="federatedml.evaluation.html#submodules">Submodules</a></li>
<li class="toctree-l4"><a class="reference internal" href="federatedml.evaluation.html#module-federatedml.evaluation.evaluation">federatedml.evaluation.evaluation module</a></li>
<li class="toctree-l4"><a class="reference internal" href="federatedml.evaluation.html#module-federatedml.evaluation">Module contents</a></li>
</ul>
</li>
<li class="toctree-l3"><a class="reference internal" href="federatedml.feature.html">federatedml.feature package</a><ul>
<li class="toctree-l4"><a class="reference internal" href="federatedml.feature.html#subpackages">Subpackages</a></li>
<li class="toctree-l4"><a class="reference internal" href="federatedml.feature.html#submodules">Submodules</a></li>
<li class="toctree-l4"><a class="reference internal" href="federatedml.feature.html#module-federatedml.feature.feature_selection">federatedml.feature.feature_selection module</a></li>
<li class="toctree-l4"><a class="reference internal" href="federatedml.feature.html#module-federatedml.feature.imputer">federatedml.feature.imputer module</a></li>
<li class="toctree-l4"><a class="reference internal" href="federatedml.feature.html#module-federatedml.feature.instance">federatedml.feature.instance module</a></li>
<li class="toctree-l4"><a class="reference internal" href="federatedml.feature.html#module-federatedml.feature.min_max_scaler">federatedml.feature.min_max_scaler module</a></li>
<li class="toctree-l4"><a class="reference internal" href="federatedml.feature.html#module-federatedml.feature.one_hot_encoder">federatedml.feature.one_hot_encoder module</a></li>
<li class="toctree-l4"><a class="reference internal" href="federatedml.feature.html#module-federatedml.feature.quantile">federatedml.feature.quantile module</a></li>
<li class="toctree-l4"><a class="reference internal" href="federatedml.feature.html#module-federatedml.feature.quantile_summaries">federatedml.feature.quantile_summaries module</a></li>
<li class="toctree-l4"><a class="reference internal" href="federatedml.feature.html#federatedml-feature-sampler-module">federatedml.feature.sampler module</a></li>
<li class="toctree-l4"><a class="reference internal" href="federatedml.feature.html#federatedml-feature-scaler-module">federatedml.feature.scaler module</a></li>
<li class="toctree-l4"><a class="reference internal" href="federatedml.feature.html#module-federatedml.feature.sparse_vector">federatedml.feature.sparse_vector module</a></li>
<li class="toctree-l4"><a class="reference internal" href="federatedml.feature.html#module-federatedml.feature.standard_scaler">federatedml.feature.standard_scaler module</a></li>
<li class="toctree-l4"><a class="reference internal" href="federatedml.feature.html#module-federatedml.feature">Module contents</a></li>
</ul>
</li>
<li class="toctree-l3"><a class="reference internal" href="federatedml.ftl.html">federatedml.ftl package</a><ul>
<li class="toctree-l4"><a class="reference internal" href="federatedml.ftl.html#subpackages">Subpackages</a></li>
<li class="toctree-l4"><a class="reference internal" href="federatedml.ftl.html#submodules">Submodules</a></li>
<li class="toctree-l4"><a class="reference internal" href="federatedml.ftl.html#federatedml-ftl-autoencoder-module">federatedml.ftl.autoencoder module</a></li>
<li class="toctree-l4"><a class="reference internal" href="federatedml.ftl.html#federatedml-ftl-encrypted-ftl-module">federatedml.ftl.encrypted_ftl module</a></li>
<li class="toctree-l4"><a class="reference internal" href="federatedml.ftl.html#federatedml-ftl-faster-encrypted-ftl-module">federatedml.ftl.faster_encrypted_ftl module</a></li>
<li class="toctree-l4"><a class="reference internal" href="federatedml.ftl.html#module-federatedml.ftl.plain_ftl">federatedml.ftl.plain_ftl module</a></li>
<li class="toctree-l4"><a class="reference internal" href="federatedml.ftl.html#module-federatedml.ftl">Module contents</a></li>
</ul>
</li>
<li class="toctree-l3"><a class="reference internal" href="federatedml.logistic_regression.html">federatedml.logistic_regression package</a><ul>
<li class="toctree-l4"><a class="reference internal" href="federatedml.logistic_regression.html#subpackages">Subpackages</a></li>
<li class="toctree-l4"><a class="reference internal" href="federatedml.logistic_regression.html#submodules">Submodules</a></li>
<li class="toctree-l4"><a class="reference internal" href="federatedml.logistic_regression.html#federatedml-logistic-regression-base-logistic-regression-module">federatedml.logistic_regression.base_logistic_regression module</a></li>
<li class="toctree-l4"><a class="reference internal" href="federatedml.logistic_regression.html#module-federatedml.logistic_regression">Module contents</a></li>
</ul>
</li>
<li class="toctree-l3"><a class="reference internal" href="federatedml.loss.html">federatedml.loss package</a><ul>
<li class="toctree-l4"><a class="reference internal" href="federatedml.loss.html#subpackages">Subpackages</a></li>
<li class="toctree-l4"><a class="reference internal" href="federatedml.loss.html#submodules">Submodules</a></li>
<li class="toctree-l4"><a class="reference internal" href="federatedml.loss.html#federatedml-loss-cross-entropy-module">federatedml.loss.cross_entropy module</a></li>
<li class="toctree-l4"><a class="reference internal" href="federatedml.loss.html#federatedml-loss-regression-loss-module">federatedml.loss.regression_loss module</a></li>
<li class="toctree-l4"><a class="reference internal" href="federatedml.loss.html#module-contents">Module contents</a></li>
</ul>
</li>
<li class="toctree-l3"><a class="reference internal" href="federatedml.model_selection.html">federatedml.model_selection package</a><ul>
<li class="toctree-l4"><a class="reference internal" href="federatedml.model_selection.html#subpackages">Subpackages</a></li>
<li class="toctree-l4"><a class="reference internal" href="federatedml.model_selection.html#submodules">Submodules</a></li>
<li class="toctree-l4"><a class="reference internal" href="federatedml.model_selection.html#module-federatedml.model_selection.KFold">federatedml.model_selection.KFold module</a></li>
<li class="toctree-l4"><a class="reference internal" href="federatedml.model_selection.html#module-federatedml.model_selection.cross_validate">federatedml.model_selection.cross_validate module</a></li>
<li class="toctree-l4"><a class="reference internal" href="federatedml.model_selection.html#module-federatedml.model_selection.indices">federatedml.model_selection.indices module</a></li>
<li class="toctree-l4"><a class="reference internal" href="federatedml.model_selection.html#module-federatedml.model_selection.mini_batch">federatedml.model_selection.mini_batch module</a></li>
<li class="toctree-l4"><a class="reference internal" href="federatedml.model_selection.html#module-federatedml.model_selection">Module contents</a></li>
</ul>
</li>
<li class="toctree-l3"><a class="reference internal" href="federatedml.one_vs_rest.html">federatedml.one_vs_rest package</a><ul>
<li class="toctree-l4"><a class="reference internal" href="federatedml.one_vs_rest.html#submodules">Submodules</a></li>
<li class="toctree-l4"><a class="reference internal" href="federatedml.one_vs_rest.html#federatedml-one-vs-rest-one-vs-rest-module">federatedml.one_vs_rest.one_vs_rest module</a></li>
<li class="toctree-l4"><a class="reference internal" href="federatedml.one_vs_rest.html#module-federatedml.one_vs_rest">Module contents</a></li>
</ul>
</li>
<li class="toctree-l3"><a class="reference internal" href="federatedml.optim.html">federatedml.optim package</a><ul>
<li class="toctree-l4"><a class="reference internal" href="federatedml.optim.html#subpackages">Subpackages</a></li>
<li class="toctree-l4"><a class="reference internal" href="federatedml.optim.html#submodules">Submodules</a></li>
<li class="toctree-l4"><a class="reference internal" href="federatedml.optim.html#federatedml-optim-activation-module">federatedml.optim.activation module</a></li>
<li class="toctree-l4"><a class="reference internal" href="federatedml.optim.html#federatedml-optim-convergence-module">federatedml.optim.convergence module</a></li>
<li class="toctree-l4"><a class="reference internal" href="federatedml.optim.html#federatedml-optim-initialize-module">federatedml.optim.initialize module</a></li>
<li class="toctree-l4"><a class="reference internal" href="federatedml.optim.html#federatedml-optim-optimizer-module">federatedml.optim.optimizer module</a></li>
<li class="toctree-l4"><a class="reference internal" href="federatedml.optim.html#federatedml-optim-updater-module">federatedml.optim.updater module</a></li>
<li class="toctree-l4"><a class="reference internal" href="federatedml.optim.html#module-contents">Module contents</a></li>
</ul>
</li>
<li class="toctree-l3"><a class="reference internal" href="federatedml.param.html">federatedml.param package</a><ul>
<li class="toctree-l4"><a class="reference internal" href="federatedml.param.html#subpackages">Subpackages</a></li>
<li class="toctree-l4"><a class="reference internal" href="federatedml.param.html#submodules">Submodules</a></li>
<li class="toctree-l4"><a class="reference internal" href="federatedml.param.html#module-federatedml.param.base_param">federatedml.param.base_param module</a></li>
<li class="toctree-l4"><a class="reference internal" href="federatedml.param.html#module-federatedml.param.boosting_tree_param">federatedml.param.boosting_tree_param module</a></li>
<li class="toctree-l4"><a class="reference internal" href="federatedml.param.html#module-federatedml.param.cross_validation_param">federatedml.param.cross_validation_param module</a></li>
<li class="toctree-l4"><a class="reference internal" href="federatedml.param.html#module-federatedml.param.dataio_param">federatedml.param.dataio_param module</a></li>
<li class="toctree-l4"><a class="reference internal" href="federatedml.param.html#module-federatedml.param.encrypt_param">federatedml.param.encrypt_param module</a></li>
<li class="toctree-l4"><a class="reference internal" href="federatedml.param.html#module-federatedml.param.encrypted_mode_calculation_param">federatedml.param.encrypted_mode_calculation_param module</a></li>
<li class="toctree-l4"><a class="reference internal" href="federatedml.param.html#module-federatedml.param.evaluation_param">federatedml.param.evaluation_param module</a></li>
<li class="toctree-l4"><a class="reference internal" href="federatedml.param.html#module-federatedml.param.feature_binning_param">federatedml.param.feature_binning_param module</a></li>
<li class="toctree-l4"><a class="reference internal" href="federatedml.param.html#module-federatedml.param.feature_selection_param">federatedml.param.feature_selection_param module</a></li>
<li class="toctree-l4"><a class="reference internal" href="federatedml.param.html#module-federatedml.param.ftl_param">federatedml.param.ftl_param module</a></li>
<li class="toctree-l4"><a class="reference internal" href="federatedml.param.html#module-federatedml.param.intersect_param">federatedml.param.intersect_param module</a></li>
<li class="toctree-l4"><a class="reference internal" href="federatedml.param.html#module-federatedml.param.logistic_regression_param">federatedml.param.logistic_regression_param module</a></li>
<li class="toctree-l4"><a class="reference internal" href="federatedml.param.html#module-federatedml.param.one_vs_rest_param">federatedml.param.one_vs_rest_param module</a></li>
<li class="toctree-l4"><a class="reference internal" href="federatedml.param.html#module-federatedml.param.onehot_encoder_param">federatedml.param.onehot_encoder_param module</a></li>
<li class="toctree-l4"><a class="reference internal" href="federatedml.param.html#module-federatedml.param.param">federatedml.param.param module</a></li>
<li class="toctree-l4"><a class="reference internal" href="federatedml.param.html#module-federatedml.param.predict_param">federatedml.param.predict_param module</a></li>
<li class="toctree-l4"><a class="reference internal" href="federatedml.param.html#module-federatedml.param.sample_param">federatedml.param.sample_param module</a></li>
<li class="toctree-l4"><a class="reference internal" href="federatedml.param.html#module-federatedml.param.scale_param">federatedml.param.scale_param module</a></li>
<li class="toctree-l4"><a class="reference internal" href="federatedml.param.html#module-federatedml.param">Module contents</a></li>
</ul>
</li>
<li class="toctree-l3"><a class="reference internal" href="federatedml.secureprotol.html">federatedml.secureprotol package</a><ul>
<li class="toctree-l4"><a class="reference internal" href="federatedml.secureprotol.html#subpackages">Subpackages</a></li>
<li class="toctree-l4"><a class="reference internal" href="federatedml.secureprotol.html#submodules">Submodules</a></li>
<li class="toctree-l4"><a class="reference internal" href="federatedml.secureprotol.html#federatedml-secureprotol-encode-module">federatedml.secureprotol.encode module</a></li>
<li class="toctree-l4"><a class="reference internal" href="federatedml.secureprotol.html#federatedml-secureprotol-encrypt-module">federatedml.secureprotol.encrypt module</a></li>
<li class="toctree-l4"><a class="reference internal" href="federatedml.secureprotol.html#federatedml-secureprotol-encrypt-mode-module">federatedml.secureprotol.encrypt_mode module</a></li>
<li class="toctree-l4"><a class="reference internal" href="federatedml.secureprotol.html#federatedml-secureprotol-fate-paillier-module">federatedml.secureprotol.fate_paillier module</a></li>
<li class="toctree-l4"><a class="reference internal" href="federatedml.secureprotol.html#federatedml-secureprotol-fixedpoint-module">federatedml.secureprotol.fixedpoint module</a></li>
<li class="toctree-l4"><a class="reference internal" href="federatedml.secureprotol.html#federatedml-secureprotol-gmpy-math-module">federatedml.secureprotol.gmpy_math module</a></li>
<li class="toctree-l4"><a class="reference internal" href="federatedml.secureprotol.html#module-contents">Module contents</a></li>
</ul>
</li>
<li class="toctree-l3"><a class="reference internal" href="federatedml.statistic.html">federatedml.statistic package</a><ul>
<li class="toctree-l4"><a class="reference internal" href="federatedml.statistic.html#subpackages">Subpackages</a></li>
<li class="toctree-l4"><a class="reference internal" href="federatedml.statistic.html#submodules">Submodules</a></li>
<li class="toctree-l4"><a class="reference internal" href="federatedml.statistic.html#module-federatedml.statistic.data_overview">federatedml.statistic.data_overview module</a></li>
<li class="toctree-l4"><a class="reference internal" href="federatedml.statistic.html#module-federatedml.statistic.statics">federatedml.statistic.statics module</a></li>
<li class="toctree-l4"><a class="reference internal" href="federatedml.statistic.html#module-federatedml.statistic">Module contents</a></li>
</ul>
</li>
<li class="toctree-l3"><a class="reference internal" href="federatedml.test.html">federatedml.test package</a><ul>
<li class="toctree-l4"><a class="reference internal" href="federatedml.test.html#module-federatedml.test">Module contents</a></li>
</ul>
</li>
<li class="toctree-l3"><a class="reference internal" href="federatedml.toy_example.html">federatedml.toy_example package</a><ul>
<li class="toctree-l4"><a class="reference internal" href="federatedml.toy_example.html#submodules">Submodules</a></li>
<li class="toctree-l4"><a class="reference internal" href="federatedml.toy_example.html#federatedml-toy-example-secure-add-guest-module">federatedml.toy_example.secure_add_guest module</a></li>
<li class="toctree-l4"><a class="reference internal" href="federatedml.toy_example.html#federatedml-toy-example-secure-add-host-module">federatedml.toy_example.secure_add_host module</a></li>
<li class="toctree-l4"><a class="reference internal" href="federatedml.toy_example.html#module-federatedml.toy_example">Module contents</a></li>
</ul>
</li>
<li class="toctree-l3"><a class="reference internal" href="federatedml.transfer_variable_conf.html">federatedml.transfer_variable_conf package</a><ul>
<li class="toctree-l4"><a class="reference internal" href="federatedml.transfer_variable_conf.html#module-federatedml.transfer_variable_conf">Module contents</a></li>
</ul>
</li>
<li class="toctree-l3"><a class="reference internal" href="federatedml.tree.html">federatedml.tree package</a><ul>
<li class="toctree-l4"><a class="reference internal" href="federatedml.tree.html#subpackages">Subpackages</a></li>
<li class="toctree-l4"><a class="reference internal" href="federatedml.tree.html#submodules">Submodules</a></li>
<li class="toctree-l4"><a class="reference internal" href="federatedml.tree.html#federatedml-tree-boosting-tree-module">federatedml.tree.boosting_tree module</a></li>
<li class="toctree-l4"><a class="reference internal" href="federatedml.tree.html#module-federatedml.tree.criterion">federatedml.tree.criterion module</a></li>
<li class="toctree-l4"><a class="reference internal" href="federatedml.tree.html#module-federatedml.tree.decision_tree">federatedml.tree.decision_tree module</a></li>
<li class="toctree-l4"><a class="reference internal" href="federatedml.tree.html#module-federatedml.tree.feature_histogram">federatedml.tree.feature_histogram module</a></li>
<li class="toctree-l4"><a class="reference internal" href="federatedml.tree.html#module-federatedml.tree.hetero_decision_tree_guest">federatedml.tree.hetero_decision_tree_guest module</a></li>
<li class="toctree-l4"><a class="reference internal" href="federatedml.tree.html#module-federatedml.tree.hetero_decision_tree_host">federatedml.tree.hetero_decision_tree_host module</a></li>
<li class="toctree-l4"><a class="reference internal" href="federatedml.tree.html#federatedml-tree-hetero-secureboosting-tree-guest-module">federatedml.tree.hetero_secureboosting_tree_guest module</a></li>
<li class="toctree-l4"><a class="reference internal" href="federatedml.tree.html#federatedml-tree-hetero-secureboosting-tree-host-module">federatedml.tree.hetero_secureboosting_tree_host module</a></li>
<li class="toctree-l4"><a class="reference internal" href="federatedml.tree.html#module-federatedml.tree.node">federatedml.tree.node module</a></li>
<li class="toctree-l4"><a class="reference internal" href="federatedml.tree.html#module-federatedml.tree.splitter">federatedml.tree.splitter module</a></li>
<li class="toctree-l4"><a class="reference internal" href="federatedml.tree.html#module-contents">Module contents</a></li>
</ul>
</li>
<li class="toctree-l3"><a class="reference internal" href="federatedml.util.html">federatedml.util package</a><ul>
<li class="toctree-l4"><a class="reference internal" href="federatedml.util.html#subpackages">Subpackages</a></li>
<li class="toctree-l4"><a class="reference internal" href="federatedml.util.html#submodules">Submodules</a></li>
<li class="toctree-l4"><a class="reference internal" href="federatedml.util.html#module-federatedml.util.abnormal_detection">federatedml.util.abnormal_detection module</a></li>
<li class="toctree-l4"><a class="reference internal" href="federatedml.util.html#module-federatedml.util.classfiy_label_checker">federatedml.util.classfiy_label_checker module</a></li>
<li class="toctree-l4"><a class="reference internal" href="federatedml.util.html#module-federatedml.util.consts">federatedml.util.consts module</a></li>
<li class="toctree-l4"><a class="reference internal" href="federatedml.util.html#federatedml-util-data-io-module">federatedml.util.data_io module</a></li>
<li class="toctree-l4"><a class="reference internal" href="federatedml.util.html#module-federatedml.util.fate_operator">federatedml.util.fate_operator module</a></li>
<li class="toctree-l4"><a class="reference internal" href="federatedml.util.html#module-federatedml.util.param_checker">federatedml.util.param_checker module</a></li>
<li class="toctree-l4"><a class="reference internal" href="federatedml.util.html#module-federatedml.util.param_extract">federatedml.util.param_extract module</a></li>
<li class="toctree-l4"><a class="reference internal" href="federatedml.util.html#module-federatedml.util.parameter_util">federatedml.util.parameter_util module</a></li>
<li class="toctree-l4"><a class="reference internal" href="federatedml.util.html#module-federatedml.util.transfer_variable_generator">federatedml.util.transfer_variable_generator module</a></li>
<li class="toctree-l4"><a class="reference internal" href="federatedml.util.html#module-federatedml.util">Module contents</a></li>
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<li class="toctree-l2"><a class="reference internal" href="federatedml.html#submodules">Submodules</a></li>
<li class="toctree-l2"><a class="reference internal" href="federatedml.html#module-federatedml.model_base">federatedml.model_base module</a></li>
<li class="toctree-l2"><a class="reference internal" href="federatedml.html#module-federatedml">Module contents</a></li>
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